Demographics
Contents
Last Updated On: 2022-09-26 18:58:37.030427
Author: Philipe Bujold
import pyreadstat
import statsmodels.api as sm
from statsmodels.stats.weightstats import DescrStatsW
from scipy.stats import pearsonr
import seaborn as sb
cm = sb.diverging_palette(5, 250, as_cmap=True)
import plotly.express as px
import plotly.io as pio
pio.renderers.default = "notebook"
from plotly.subplots import make_subplots
C:\Anaconda\lib\site-packages\itables\javascript.py:63: UserWarning:
Did you know? init_notebook_mode(all_interactive=False, connected=True) does nothing. Feel free to remove this line, or pass warn_if_call_is_superfluous=False.
C:\Anaconda\lib\site-packages\IPython\core\interactiveshell.py:3457: DtypeWarning:
Columns (5,168,233) have mixed types.Specify dtype option on import or set low_memory=False.
Original dataframe lenght: 4180
...
Lenght after filtering: 4180
Demographics#
View all data#
| region | var193 | ethnicity | education | income | marital_status | age_group | SASSY | politics | sex | smUse_facebook | smUse_instagram | smUse_pinterest | smUse_reddit | smUse_snapchat | smUse_tiktok | smUse_twitter | smUse_youtube | smUse_other | smUse_none | smDaily_facebook | smDaily_instagram | smDaily_pinterest | smDaily_reddit | smDaily_snapchat | smDaily_tiktok | smDaily_twitter | smDaily_youtube | smDaily_other | smDaily_none | smInterest_health | smInterest_finance | smInterest_weather | smInterest_tech | smInterest_climate | smInterest_food | smInterest_lifestyle | smPost_facebook | smPost_instagram | smPost_pinterest | smPost_reddit | smPost_snapchat | smPost_tiktok | smPost_twitter | smPost_youtube | smPost_other | smPost_none | smPositive_health | smPositive_finance | smPositive_weather | smPositive_tech | smPositive_climate | smPositive_food | smPositive_lifestyle | smNegative_health | smNegative_finance | smNegative_weather | smNegative_tech | smNegative_climate | smNegative_food | smNegative_lifestyle | smLikely_health | smLikely_finance | smLikely_weather | smLikely_tech | smLikely_climate | smLikely_food | smLikely_lifestyle | waste_adp | wasteSteps_list | wasteSteps_expire | wasteSteps_favail | wasteSteps_compost | wasteSteps_fcheck | wasteSteps_ffull | wasteSteps_usage | wasteAtt_sust | wasteAtt_clim | wasteAtt_cash | energy_solar_payFor | energy_solar_choice | energy_solar_oePurchase | energy_solar_oeInstall | energy_solar_resp | energy_solar_consider | energy_solar_adp | energy_solar_dNorm | energy_solar_pNorm | energy_solar_iNorm | energy_solar_cost | energy_solar_intent | energy_solar_cBenefit | energy_solar_pBenefit | energy_solar_efficacy | energy_solar_interest | energy_green_payFor | energy_green_choice | energy_green_oePurchase | energy_green_consider | energy_green_adp | energy_green_dNorm | energy_green_pNorm | energy_green_iNorm | energy_green_cost | energy_green_intent | energy_green_cBenefit | energy_green_pBenefit | energy_green_efficacy | energy_green_interest | ev_rentalAtt_quantity | ev_rentalAtt_reason | ev_rentalAtt_duration | ev_rentalInd_adp | ev_rentalInd_consider | ev_rentalInd_avail | ev_rentalInd_dNorm | ev_rentalInd_pNorm | ev_rentalInd_iNorm | ev_rentalAtt_range | ev_rentalAtt_chargeSpot | ev_rentalInd_cost | ev_rentalInd_cBenefit | ev_rentalInd_pBenefit | ev_rentalInd_efficacy | ev_rentalInd_interest | ev_purchaseAtt_quantity | ev_purchaseInd_adp | ev_purchaseInd_consider | ev_purchaseInd_dNorm | ev_purchaseInd_pNorm | ev_purchaseInd_iNorm | ev_purchaseAtt_range | ev_purchaseAtt_chargeSpot | ev_purchaseInd_cost | ev_purchaseInd_cBenefit | ev_purchaseInd_pBenefit | ev_purchaseInd_efficacy | ev_purchaseInd_interest | pbd_stats_mealThree | pbd_stats_mealTotals | pbd_adp_intention | pbd_reason_adp | pbd_reason_money | pbd_reason_env | pbd_reason_health | pbd_reason_peta | pbd_adp_sharing | pbd_sharing_family | pbd_sharing_friends | pbd_sharing_colleagues | pbd_sharing_neighbors | pbd_sharing_socialMedia | pbd_social_notSharing | pbd_interest_health | pbd_interest_env | pbd_interest_money | pbd_interest_orgHealth | pbd_interest_orgEnv | pbd_adp_roleModel | pbd_attitudes_health | pbd_attitudes_money | pbd_attitudes_env | pbd_attitudes_envChoice | pbd_attitude_healthChoice | pbd_attitude_moneyChoice | pbd_attitude_cc | |
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| Loading... (need help?) | None | region | var193 | ethnicity | education | income | marital_status | age_group | SASSY | politics | sex | smUse_facebook | smUse_instagram | smUse_pinterest | smUse_reddit | smUse_snapchat | smUse_tiktok | smUse_twitter | smUse_youtube | smUse_other | smUse_none | smDaily_facebook | smDaily_instagram | smDaily_pinterest | smDaily_reddit | smDaily_snapchat | smDaily_tiktok | smDaily_twitter | smDaily_youtube | smDaily_other | smDaily_none | smInterest_health | smInterest_finance | smInterest_weather | smInterest_tech | smInterest_climate | smInterest_food | smInterest_lifestyle | smPost_facebook | smPost_instagram | smPost_pinterest | smPost_reddit | smPost_snapchat | smPost_tiktok | smPost_twitter | smPost_youtube | smPost_other | smPost_none | smPositive_health | smPositive_finance | smPositive_weather | smPositive_tech | smPositive_climate | smPositive_food | smPositive_lifestyle | smNegative_health | smNegative_finance | smNegative_weather | smNegative_tech | smNegative_climate | smNegative_food | smNegative_lifestyle | smLikely_health | smLikely_finance | smLikely_weather | smLikely_tech | smLikely_climate | smLikely_food | smLikely_lifestyle | waste_adp | wasteSteps_list | wasteSteps_expire | wasteSteps_favail | wasteSteps_compost | wasteSteps_fcheck | wasteSteps_ffull | wasteSteps_usage | wasteAtt_sust | wasteAtt_clim | wasteAtt_cash | energy_solar_payFor | energy_solar_choice | energy_solar_oePurchase | energy_solar_oeInstall | energy_solar_resp | energy_solar_consider | energy_solar_adp | energy_solar_dNorm | energy_solar_pNorm | energy_solar_iNorm | energy_solar_cost | energy_solar_intent | energy_solar_cBenefit | energy_solar_pBenefit | energy_solar_efficacy | energy_solar_interest | energy_green_payFor | energy_green_choice | energy_green_oePurchase | energy_green_consider | energy_green_adp | energy_green_dNorm | energy_green_pNorm | energy_green_iNorm | energy_green_cost | energy_green_intent | energy_green_cBenefit | energy_green_pBenefit | energy_green_efficacy | energy_green_interest | ev_rentalAtt_quantity | ev_rentalAtt_reason | ev_rentalAtt_duration | ev_rentalInd_adp | ev_rentalInd_consider | ev_rentalInd_avail | ev_rentalInd_dNorm | ev_rentalInd_pNorm | ev_rentalInd_iNorm | ev_rentalAtt_range | ev_rentalAtt_chargeSpot | ev_rentalInd_cost | ev_rentalInd_cBenefit | ev_rentalInd_pBenefit | ev_rentalInd_efficacy | ev_rentalInd_interest | ev_purchaseAtt_quantity | ev_purchaseInd_adp | ev_purchaseInd_consider | ev_purchaseInd_dNorm | ev_purchaseInd_pNorm | ev_purchaseInd_iNorm | ev_purchaseAtt_range | ev_purchaseAtt_chargeSpot | ev_purchaseInd_cost | ev_purchaseInd_cBenefit | ev_purchaseInd_pBenefit | ev_purchaseInd_efficacy | ev_purchaseInd_interest | pbd_stats_mealThree | pbd_stats_mealTotals | pbd_adp_intention | pbd_reason_adp | pbd_reason_money | pbd_reason_env | pbd_reason_health | pbd_reason_peta | pbd_adp_sharing | pbd_sharing_family | pbd_sharing_friends | pbd_sharing_colleagues | pbd_sharing_neighbors | pbd_sharing_socialMedia | pbd_social_notSharing | pbd_interest_health | pbd_interest_env | pbd_interest_money | pbd_interest_orgHealth | pbd_interest_orgEnv | pbd_adp_roleModel | pbd_attitudes_health | pbd_attitudes_money | pbd_attitudes_env | pbd_attitudes_envChoice | pbd_attitude_healthChoice | pbd_attitude_moneyChoice | pbd_attitude_cc |